
== proposed rule: baseline APS 2806  CHA 3220
   prestep                          APS   CHA  both  C1 C2 C3  goal  vs Chandrupatla APS / CHA (w/t/l)
   none                            2806  3220  6026  ✗  ✓  ✓    no   87/24/42 p=9.2e-05  |  9/5/26
   defect                          2523  3210  5733  ✓  ✓  ✓    no   86/21/46 p=0.00063  |  7/4/29
   contra                          2785  3198  5983  ✓  ✓  ✓    no   90/23/40 p=1.4e-05  |  9/5/26
   flatanalog                      2807  2635  5442  ✓  ✗  ✓    no   87/24/42 p=9.2e-05  |  9/6/25
   flatanalogmem                   2814  2552  5366  ✓  ✗  ✓    no   87/24/42 p=9.2e-05  |  9/7/24
   defect+flatanalog               2526  2624  5150  ✓  ✓  ✓    no   86/20/47 p=0.00091  |  8/4/28
   contra+flatanalog               2785  2620  5405  ✓  ✓  ✓    no   90/23/40 p=1.4e-05  |  8/6/26
   defect+contra                   2523  3210  5733  ✓  ✓  ✓    no   86/21/46 p=0.00063  |  7/4/29
   defect+flatanalogmem            2530  2561  5091  ✓  ✓  ✓    no   86/20/47 p=0.00091  |  8/5/27
   defect+contra+flatanalog        2526  2624  5150  ✓  ✓  ✓    no   86/20/47 p=0.00091  |  8/4/28
   contra+flatanalogmem            2792  2537  5329  ✓  ✓  ✓    no   90/23/40 p=1.4e-05  |  8/7/25
   defect+contra+flatanalogmem     2530  2561  5091  ✓  ✓  ✓    no   86/20/47 p=0.00091  |  8/5/27
   best accepted cell: defect+flatanalogmem  (both 5091)
     C4 ablation - remove defect        : APS +284  CHA -9   (positive = the component earns it)
     C4 ablation - remove flatanalogmem : APS -7  CHA +649   (positive = the component earns it)
     CHA per family (ours/Chandrupatla): fun1 123/103  fun2 144/152  fun3 304/305  fun4 315/297  fun5 257/233  fun6 280/233  fun7 1000/1000  fun8 57/63  fun9 81/55

== proposed rule + G2: baseline APS 2782  CHA 3169
   prestep                          APS   CHA  both  C1 C2 C3  goal  vs Chandrupatla APS / CHA (w/t/l)
   flatanalog                      2780  2625  5405  ✓  ✓  ✓    no   95/20/38 p=8.2e-07  |  9/6/25
   flatanalogmem                   2787  2548  5335  ✓  ✗  ✓    no   95/20/38 p=8.2e-07  |  9/7/24
   defect+flatanalog               2583  2622  5205  ✓  ✓  ✓    no   85/20/48 p=0.0017  |  8/3/29
   defect+flatanalogmem            2587  2564  5151  ✓  ✓  ✓    no   85/20/48 p=0.0017  |  8/4/28
   contra+flatanalog               2766  2625  5391  ✓  ✓  ✓    no   98/18/37 p=1.5e-07  |  8/6/26
   defect+contra+flatanalog        2583  2622  5205  ✓  ✓  ✓    no   85/20/48 p=0.0017  |  8/3/29
   contra+flatanalogmem            2773  2548  5321  ✓  ✓  ✓    no   98/18/37 p=1.5e-07  |  8/7/25
   defect+contra+flatanalogmem     2587  2564  5151  ✓  ✓  ✓    no   85/20/48 p=0.0017  |  8/4/28
   defect                          2580  3182  5762  ✗  ✓  ✓    no   85/21/47 p=0.0012  |  8/2/30
   contra                          2766  3173  5939  ✗  ✓  ✓    no   98/18/37 p=1.5e-07  |  9/3/28
   defect+contra                   2580  3182  5762  ✗  ✓  ✓    no   85/21/47 p=0.0012  |  8/2/30
   none                            2782  3169  5951  ✗  ✓  ✓    no   95/20/38 p=8.2e-07  |  10/3/27
   best accepted cell: defect+flatanalogmem  (both 5151)
     C4 ablation - remove defect        : APS +200  CHA -16   (positive = the component earns it)
     C4 ablation - remove flatanalogmem : APS -7  CHA +618   (positive = the component earns it)
     CHA per family (ours/Chandrupatla): fun1 123/103  fun2 145/152  fun3 306/305  fun4 315/297  fun5 257/233  fun6 280/233  fun7 1000/1000  fun8 57/63  fun9 81/55
